Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "71"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 71 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 213 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 208 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 71, Node 4:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 12.97% 100.00% 0.00% 100.00% 0.00% 1.378939 11.722821 0.372146 81.897449 16.515160 27.272175 9.815520 30.873551 0.5563 0.0776 0.2608 7.552645 1.229848
2459593 RF_maintenance 100.00% 51.38% 100.00% 0.00% 100.00% 0.00% 7.336283 19.146878 0.662524 86.572841 11.624808 37.867260 6.693688 11.573720 0.4827 0.0682 0.2337 4.584119 1.218828
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.287071 1.378692 -0.672283 8.015771 0.433089 1.491677 1.687949 0.310718 0.0354 0.0330 0.0072 nan nan
2459591 RF_maintenance 100.00% 91.35% 100.00% 0.00% 100.00% 0.00% 39.312773 21.760810 7.852676 100.623600 12.201321 32.479000 4.965328 2.170666 0.3188 0.0509 0.1265 9.969322 1.234200
2459590 RF_maintenance 100.00% 97.30% 100.00% 0.00% 100.00% 0.00% 26.497523 25.334703 3.690907 93.743379 15.173037 34.974526 5.010269 3.905712 0.3078 0.0574 0.0970 4.221945 1.245837
2459589 RF_maintenance 100.00% 56.73% 100.00% 0.00% 100.00% 0.00% 4.384154 23.049977 -0.200154 86.880233 7.051587 22.068016 5.449882 16.967532 0.4520 0.0751 0.1752 3.844819 1.215580
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 194.373067 223.882253 inf inf 27.128322 26.913538 77.138415 17.974200 nan nan nan 0.000000 0.000000
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 9.793991 22.937823 3.228911 135.735987 -23.333991 -23.858603 -4.675000 -4.393628 nan nan nan 3.516702 1.146800
2459586 RF_maintenance 100.00% 77.84% 100.00% 0.00% 100.00% 0.00% 11.422477 20.523360 -0.162956 32.658232 9.704209 11.501380 0.959296 6.564874 0.3408 0.0566 0.1175 6.142557 1.246359
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.597424 25.451239 -1.167380 11.197068 -0.892083 10.169081 1.242195 4.741655 0.0452 0.0344 0.0042 0.000000 0.000000
2459584 RF_maintenance 100.00% 89.80% 100.00% 0.00% 100.00% 0.00% 53.636082 26.185032 8.660800 116.219287 13.207510 18.749041 27.147220 32.719770 0.3028 0.0435 0.0970 2.362369 0.954143
2459583 RF_maintenance 100.00% 89.14% 100.00% 0.00% 100.00% 0.00% 41.782555 19.473466 2.076171 36.043644 4.619789 23.447923 0.947878 0.219426 0.3368 0.0514 0.1226 9.351891 1.183092
2459582 RF_maintenance 100.00% 88.65% 100.00% 0.00% 100.00% 0.00% 35.767078 16.803595 1.759398 32.746671 7.558176 28.420366 0.781667 0.343983 0.3144 0.0437 0.1264 12.579096 1.179137
2459581 RF_maintenance 100.00% 88.65% 100.00% 0.00% 100.00% 0.00% 49.416481 23.309760 1.885354 36.946487 9.747974 22.951372 26.393737 0.364153 0.3345 0.0527 0.1020 5.238741 1.213385
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.110069 1.724199 -0.505883 3.007688 0.549826 0.478090 2.639501 1.461547 0.0360 0.0365 0.0083 nan nan
2459577 RF_maintenance 100.00% 95.24% 100.00% 0.00% 100.00% 0.00% 6.019343 22.619205 0.030350 34.555098 3.308030 24.862870 0.384119 0.375362 0.3148 0.0509 0.0731 2.885035 1.211779
2459576 RF_maintenance 100.00% 91.84% 100.00% 0.00% 100.00% 0.00% 0.725793 17.393104 0.050293 27.705956 2.727400 22.003993 0.839498 1.041000 0.3257 0.0544 0.0591 4.676141 1.268380
2459575 RF_maintenance 100.00% 45.92% 100.00% 0.00% 100.00% 0.00% 8.029280 18.456001 0.111547 27.519095 5.465696 17.054124 2.952602 6.040079 0.4350 0.0661 0.1659 3.488611 1.196501
2459574 RF_maintenance 100.00% 83.33% 100.00% 0.00% 100.00% 0.00% 1.632199 16.406255 -0.056595 26.329399 2.683900 24.311538 -0.093254 0.648443 0.3286 0.0500 0.0613 3.401470 1.205053
2459573 RF_maintenance 100.00% 84.91% 100.00% 0.00% 100.00% 0.00% 32.648589 16.893020 2.226252 45.291770 6.479513 28.288474 -0.405241 1.383965 0.3431 0.0485 0.0987 7.613669 0.824416
2459572 RF_maintenance 100.00% 94.05% 100.00% 0.00% 100.00% 0.00% 25.506483 17.012898 0.579620 26.487117 17.497801 17.989520 1.222141 2.501735 0.3277 0.0525 0.0818 11.085203 1.247497
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.165407 1.389781 -0.332559 3.091250 -0.752461 0.556586 -0.486902 1.403117 0.0367 0.0381 0.0080 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 42.75% 53.46% 0.00% 100.00% 0.00% 4.366973 1.578930 -0.163116 3.058083 2.771978 95.955233 2.810030 13.753406 0.5530 0.4455 0.0981 6.037722 1.228782
2459566 RF_maintenance 100.00% 87.03% 0.00% 0.00% 100.00% 0.00% 17.206943 0.056080 0.557627 4.254126 17.572285 4.421214 4.450117 0.742316 0.3105 0.6298 0.2826 2.870283 3.049395
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -1.185954 -1.185954 -1.077553 -1.077553 -0.891166 -0.891166 -0.958079 -0.958079 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 84.44% 0.00% 0.00% 100.00% 0.00% 11.645454 3.106000 0.679307 3.307221 1.832257 0.325131 1.579354 -1.210313 0.3460 0.6252 0.2462 4.914416 2.714442
2459563 RF_maintenance 100.00% 86.44% 0.00% 0.00% 100.00% 0.00% 15.159610 7.181805 19.160525 25.033079 12.961780 16.421702 1.639475 -1.465907 0.3264 0.6172 0.2537 6.224217 2.026718
2459562 RF_maintenance 100.00% 84.91% 0.00% 0.00% 100.00% 0.00% 11.205418 1.953474 -0.251907 1.224425 0.874428 0.258640 0.535294 -0.986483 0.3492 0.6274 0.2459 5.367073 2.817059
2459561 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 8.181968 2.649203 1.081195 1.690628 0.618355 0.639545 -1.565920 -1.971745 0.3489 0.3260 -0.2109 4.916019 2.537194
2459560 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 7.427481 2.265004 0.675117 1.503065 0.539697 0.881980 -1.194420 -1.833334 0.3150 0.2911 -0.2122 5.262072 2.448248
2459559 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 7.361394 2.962724 1.309494 2.008197 1.538670 1.243411 -0.875986 -1.567851 0.3416 0.3289 -0.2075 2.902255 2.248930
2459558 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 10.369405 7.432246 12.264505 12.851745 13.932301 16.825406 -0.912283 -1.590795 0.3355 0.3137 -0.2077 2.849199 2.402739
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0591 0.0677 0.0313 nan nan
2459556 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 5.728993 8.027124 13.501602 13.380231 17.937870 15.468990 -2.992922 -2.221493 0.3112 0.3232 -0.2574 2.423022 2.555839
2459554 RF_maintenance - 0.00% 0.00% 100.00% - - nan nan nan nan nan nan nan nan 0.2840 0.2934 -0.2811 nan nan
2459553 RF_maintenance - 0.00% 0.00% 100.00% - - nan nan nan nan nan nan nan nan 0.2990 0.3057 -0.2792 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 13.081431 8.917128 16.483771 18.439033 22.419647 23.294811 1.350967 0.094557 0.3467 0.3291 -0.2077 0.000000 0.000000
2459551 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 8.061740 2.466171 0.997594 1.846219 0.957110 1.205685 -1.425636 -2.057119 0.3484 0.3255 -0.1946 4.720169 2.342408
2459550 RF_maintenance - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0569 0.0525 0.0125 nan nan
2459549 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 12.519705 7.289491 11.776825 13.514391 15.551858 16.225565 -1.944110 -2.384700 0.3457 0.3214 -0.2033 3.485587 2.748578
2459542 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 9.369984 7.280111 25.256537 26.663871 1.297067 1.506166 -0.643516 -1.649507 0.4193 0.4065 -0.2074 2.380212 2.214975
2459541 RF_maintenance 100.00% 1.34% 1.79% 97.76% 100.00% 0.00% 5.959409 6.300404 16.581626 15.844731 10.281307 13.008166 4.332282 4.417913 0.4144 0.4183 -0.2273 2.298003 2.416803
2459540 RF_maintenance 100.00% 0.00% 0.00% 97.32% 100.00% 0.00% 11.384110 3.280018 2.511061 2.841216 1.954157 2.814980 -0.312226 -0.460856 0.4294 0.4153 -0.1769 3.760686 2.325150
2459536 RF_maintenance 100.00% 37.06% 37.06% 62.94% 100.00% 0.00% 16.847349 11.585796 19.880332 22.060442 21.351556 22.762257 -1.754820 -3.162927 0.2548 0.2437 -0.1324 4.478654 2.029218
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.031593 2.497978 2.024662 2.374089 0.471694 5.305269 -0.941984 1.058817 0.0836 0.0776 -0.0047 1.201170 1.202954
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.432375 2.032361 1.113830 1.502876 0.888256 2.091568 -0.193606 -0.982992 0.1019 0.0984 -0.0045 1.164993 1.164975
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.091563 7.589901 12.449019 13.248219 13.181284 14.611811 -1.824738 -2.139875 0.0901 0.0955 -0.0056 1.205107 1.205591
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.927081 8.911554 16.180482 17.039104 16.668785 18.440557 -0.096398 -1.971792 0.0907 0.0903 -0.0074 1.077371 1.074841
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.834312 2.289326 0.942208 1.312633 1.127107 1.356848 0.601466 -0.649128 0.1034 0.0995 -0.0082 1.156142 1.157590
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 17.115511 8.315736 12.857829 13.855691 29.805433 22.098357 -0.683611 -1.369694 0.6958 0.6648 -0.1942 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 19.966430 9.567161 17.871285 20.126740 9.198219 25.274118 -5.307838 -5.239825 nan nan nan 7.694418 4.801036
2459522 RF_maintenance 100.00% 0.00% 0.00% 100.00% 100.00% 0.00% 10.429611 6.813571 16.633896 16.795160 5.071322 20.188847 -1.890287 -2.240943 0.4238 0.4124 -0.1966 3.090718 2.932689
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 5.465445 5.250571 10.151987 9.125050 -1.383562 4.443389 -0.177602 -0.664122 0.0455 0.0400 0.0073 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.558453 8.565822 10.398726 10.803280 13.099817 9.644275 10.062501 13.089030 0.1048 0.1018 -0.0036 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 82.521615 90.105604 112.028293 107.901186 112.123160 103.759753 781.549815 566.511769 0.0067 0.0068 0.0043 1.059834 1.063692

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 71: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Discontinuties 0.592186 -0.233926 -0.509865 -0.393138 -0.584642 -0.934742 -1.090799 -0.620592 0.592186

Antenna 71: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Variability 6.298372 2.055105 2.140241 5.751570 4.598169 1.826666 6.298372 -0.474017 2.627556

Antenna 71: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Variability 3.596115 0.581560 0.756157 1.035106 1.667624 3.596115 0.874407 2.323661 -0.154294

Antenna 71: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 3.481834 1.119959 1.639885 3.481834 2.633230 1.472699 2.144439 -2.289937 1.928534

Antenna 71: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Variability 9.513967 2.363530 2.065361 4.278747 4.507924 9.513967 3.686993 3.620792 -2.394925

Antenna 71: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 71: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Variability 1.864297 0.890600 0.275106 1.090434 0.842862 1.864297 0.065138 0.888723 -1.117393

Antenna 71: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 0.979605 0.021074 0.111105 0.979605 0.712990 0.224456 0.921911 -0.843692 0.720153

Antenna 71: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Temporal Discontinuties 2.685275 1.061039 0.362154 0.374728 0.255227 2.592254 1.170343 1.688219 2.685275

Antenna 71: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Variability 1.697812 0.909652 0.290606 0.552573 0.159342 1.697812 0.508473 -0.236095 -1.090622

Antenna 71: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Variability 1.482752 0.573434 1.150405 0.399902 0.660708 1.032849 1.482752 0.147636 0.756161

Antenna 71: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 71: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Variability 7.048551 2.360018 0.919281 4.137602 4.665114 7.048551 5.541222 0.374445 -0.614958

Antenna 71: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Shape 1.330175 1.330175 0.366672 0.226789 0.033579 0.928362 0.352898 0.390633 -1.423400

Antenna 71: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Variability 2.235509 1.802966 0.610933 1.984184 1.879597 2.235509 1.240047 0.968562 -1.618452

Antenna 71: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 4.580855 2.296410 2.834172 3.842813 4.580855 1.868810 0.765799 2.732547 0.569854

Antenna 71: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 Not Found nn Power 7.199521 5.826307 4.362021 7.199521 5.570037 2.665469 1.140254 0.985717 5.894966

Antenna 71: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Shape 1.609335 0.669721 1.609335 -0.195781 0.198204 0.594331 0.817229 -1.207107 0.357095

Antenna 71: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Discontinuties 6.111998 3.078258 3.672954 3.501543 5.038295 2.951610 2.941850 6.111998 3.069403

Antenna 71: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 8.739349 1.851012 1.108574 6.620869 8.739349 7.083864 5.634545 2.311756 -1.188059

Antenna 71: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 6.973439 3.133924 4.466216 4.418230 6.973439 1.150294 0.951696 4.308505 0.990923

Antenna 71: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 10.232537 8.157496 5.112964 10.232537 7.112463 1.933223 4.492425 1.932998 5.709867

Antenna 71: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 9.461505 3.304784 4.232083 6.835561 9.461505 3.743984 3.749278 8.532183 2.770018

Antenna 71: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 6.849056 4.042962 2.348514 6.470843 6.849056 4.678537 4.346619 3.709870 -0.237414

Antenna 71: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Variability 1.347215 -0.287213 0.516635 1.196254 1.044274 0.842816 1.347215 -0.569273 0.702579

Antenna 71: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 5.083382 3.460659 2.425758 5.083382 3.770168 0.782018 0.971660 1.402212 3.936627

Antenna 71: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 5.071858 2.947231 2.158460 5.071858 3.893609 4.852005 3.111376 2.017137 4.081629

Antenna 71: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Temporal Variability 7.808260 3.396502 2.973645 5.011988 4.507175 7.808260 3.402947 2.185504 4.239567

Antenna 71: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Temporal Variability 13.399572 2.940904 4.389172 3.955883 5.173170 13.399572 3.444993 0.318059 1.603545

Antenna 71: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 4.839123 2.027407 2.609625 4.032600 4.839123 3.248346 4.689624 3.691468 1.641316

Antenna 71: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 5.337175 2.535606 1.315684 5.337175 3.488614 -0.136457 1.257938 0.043255 1.985562

Antenna 71: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Discontinuties 4.621548 1.813273 1.004300 4.044488 2.780782 1.791851 3.047580 2.809057 4.621548

Antenna 71: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Discontinuties 5.477251 2.815432 2.027420 4.758606 3.416984 0.855638 2.256991 1.387022 5.477251

Antenna 71: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 4.212036 2.097216 1.245995 4.212036 3.049877 -0.073623 1.887095 0.459025 2.623943

Antenna 71: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 6.014997 2.339333 1.145328 4.322127 6.014997 5.642029 4.713393 3.033851 -0.465452

Antenna 71: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 4.848170 0.997523 1.835793 3.352838 4.848170 0.877377 2.449589 0.828670 -0.062991

Antenna 71: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Discontinuties 4.224010 2.134774 1.251225 4.143226 2.916984 0.187563 2.247836 1.279138 4.224010

Antenna 71: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 5.221353 1.839384 2.922287 3.587390 5.221353 1.316568 3.920943 4.471005 1.354392

Antenna 71: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 3.858804 1.882133 2.873467 2.503476 3.858804 2.590799 1.334661 3.689076 0.896615

Antenna 71: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 71: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 digital_ok ee Temporal Variability 6.637272 2.022057 0.814222 4.980315 6.409433 6.637272 5.583647 2.185047 -1.381312

Antenna 71: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 5.071080 3.240936 1.925995 5.071080 3.281036 0.707338 3.361283 1.435887 3.945787

Antenna 71: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 7.434309 2.240771 1.178100 7.434309 4.299062 6.371284 3.420337 -0.892909 0.297405

Antenna 71: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 2.497116 1.359475 0.636213 2.497116 1.429550 -0.129972 1.315200 -0.407565 0.487934

Antenna 71: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 digital_ok nn Power 3.341261 1.585420 0.910434 3.341261 2.001927 3.278706 2.367448 0.028464 2.032047

Antenna 71: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 RF_maintenance nn Power 6.573356 2.039372 1.083791 5.258474 6.573356 6.193718 5.857920 4.548163 -1.560772

Antenna 71: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 RF_maintenance ee Shape 1.286178 1.167807 1.286178 -0.606249 -0.335543 -1.242887 -1.304329 -2.890633 -3.553602

Antenna 71: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 71: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 RF_maintenance nn Power 6.378117 3.242514 2.001978 6.378117 3.589237 0.774634 2.972781 1.053391 4.162188

Antenna 71: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 RF_maintenance nn Temporal Variability 112.852267 2.837649 2.003300 8.195121 5.005258 112.852267 87.039266 40.367684 53.148883

Antenna 71: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 RF_maintenance nn Power 5.939078 0.797937 1.321105 4.607330 5.939078 3.802187 5.753726 4.284176 -1.394333

Antenna 71: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 RF_maintenance nn Temporal Variability 6.216944 1.412810 0.699334 2.454265 1.770868 6.216944 3.346077 -1.149129 2.669445

Antenna 71: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 RF_maintenance ee Temporal Discontinuties 2712.834532 1382.342989 1382.342989 1250.044711 1250.044711 1018.039897 1018.039897 2712.834532 2712.834532

Antenna 71: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 RF_maintenance nn Temporal Discontinuties 1993.457684 538.239373 538.239373 486.222938 486.222938 499.034854 499.034854 1993.457684 1993.457684

Antenna 71: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 N04 RF_maintenance ee Temporal Discontinuties 1490.684173 462.064955 462.064955 463.999866 463.999866 457.417049 457.417049 1490.684173 1490.684173

Antenna 71: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 N04 RF_maintenance ee Power 69.591415 2.461737 17.347867 6.267261 69.591415 7.455971 16.360800 -1.939340 4.457832

Antenna 71: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance ee Power 67.120086 10.851447 1.437707 67.120086 9.958695 27.284009 7.548390 24.342387 10.811021

Antenna 71: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance ee Power 36.190765 10.742648 3.060437 36.190765 4.862553 17.143047 2.509502 14.363565 6.033470

Antenna 71: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 69.243104 -0.216826 22.464130 0.843518 69.243104 3.009046 7.856495 0.471955 7.379234

Antenna 71: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 73.558436 1.091904 21.946934 0.671850 73.558436 3.218384 11.378919 -0.509489 10.295597

Antenna 71: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 50.440758 -0.088345 25.861868 3.061540 50.440758 nan nan -10.619603 -10.340121

Antenna 71: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 71: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 71: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 49.202117 20.649809 -0.785438 49.202117 -0.122936 9.481110 2.236690 0.405792 -0.563586

Antenna 71: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 48.113499 22.975940 -0.472527 48.113499 -0.364941 9.216477 4.167487 0.503720 0.228772

Antenna 71: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 60.730634 -0.532907 22.681140 0.381028 60.730634 1.618589 6.048444 -1.052705 0.690249

Antenna 71: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 72.679372 25.680728 16.656084 72.679372 68.624885 18.473992 17.072060 4.406632 3.429854

Antenna 71: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 60.559669 15.370900 23.837221 57.284786 60.559669 23.744086 22.319221 2.948091 3.836239

Antenna 71: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 62.893886 25.956895 16.743528 62.893886 59.336702 15.124315 15.673855 3.154904 2.530245

Antenna 71: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 84.587362 19.699452 29.408600 80.524274 84.587362 30.147444 30.597176 4.433055 5.300190

Antenna 71: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 62.866129 21.982906 14.535431 62.866129 59.203564 9.811817 10.728773 0.901152 0.726744

Antenna 71: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 63.749590 28.363781 21.327382 63.749590 60.973147 36.849975 33.486795 11.199758 13.678785

Antenna 71: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 71: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance ee Power 17.446599 12.004195 12.117907 11.924560 17.446599 1.200740 1.566961 5.740876 0.000143

Antenna 71: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 86.286939 6.340455 25.949858 15.105162 86.286939 21.598177 31.427737 21.910417 26.830732

Antenna 71: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 65.033321 6.515038 27.715014 14.550972 65.033321 7.797202 18.552404 -5.460617 9.007725

Antenna 71: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Shape 3.090961 1.358013 3.090961 -0.541338 1.321089 -0.788907 -0.787619 0.374140 0.341727

Antenna 71: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 125.814329 31.809508 0.112317 125.814329 -0.942888 54.137531 5.212994 7.751531 0.217060

Antenna 71: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Shape 12.663808 -1.112526 12.663808 -0.715795 9.866996 4.770927 1.441081 0.397856 5.986715

Antenna 71: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 96.312506 26.947332 13.745279 96.312506 1.820979 28.520343 8.778392 14.241041 7.106142

Antenna 71: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 86.055781 22.353839 21.475157 3.881787 86.055781 21.067138 31.822035 5.561369 5.319932

Antenna 71: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 72.159359 24.753984 26.140128 72.159359 3.145433 32.543365 24.140004 8.933946 2.701434

Antenna 71: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 62.010563 25.080972 -0.509676 62.010563 -1.025663 22.348865 1.841884 9.957786 0.754689

Antenna 71: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 79.537751 27.663263 17.223540 79.537751 1.440575 29.812046 11.191482 9.548699 7.615351

Antenna 71: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 58.582836 27.354885 41.398311 58.582836 3.660015 28.692567 6.700235 7.768439 2.399038

Antenna 71: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Shape 15.176181 -0.927160 15.176181 -0.332606 11.322165 -0.562986 0.901854 -0.004498 3.995768

Antenna 71: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 61.797901 28.596919 23.112301 61.797901 1.782277 29.757257 16.724597 2.371597 2.665906

Antenna 71: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 83.799100 -0.544424 35.350579 -1.306529 83.799100 4.211558 30.347894 -0.566270 3.912281

Antenna 71: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 90.629571 -0.661124 38.430760 -0.797223 90.629571 2.369413 13.232088 6.214109 16.860969

Antenna 71: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 78.727362 27.463473 -0.095784 78.727362 -0.992006 24.259848 2.418141 21.096197 5.843353

Antenna 71: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 62.752988 19.925927 24.965752 1.571899 62.752988 20.587337 29.767245 3.346782 6.800700

Antenna 71: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 71: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance ee Temporal Variability 1.137454 -0.505768 -0.505768 -0.481962 -0.481962 1.137454 1.137454 0.935221 0.935221

Antenna 71: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 71.875780 1.720295 21.317959 -0.624692 71.875780 9.483312 25.666304 10.230965 4.749805

Antenna 71: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 77.274189 0.222493 20.885159 -0.287559 77.274189 5.053459 22.905357 11.037635 12.180590

Antenna 71: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 92.671191 25.731901 25.306915 3.485075 92.671191 25.150903 31.379071 6.786662 3.895610

Antenna 71: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 75.488988 18.016735 26.976449 1.290662 75.488988 23.258265 30.694067 2.336031 2.287463

Antenna 71: 2459639

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 71.533170 -0.126503 19.291912 -0.937399 71.533170 5.376773 24.050167 0.434054 2.613787

Antenna 71: 2459638

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 74.121584 1.060062 10.556762 -0.634085 74.121584 20.469703 22.943938 8.366366 11.528177

Antenna 71: 2459637

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
71 4 RF_maintenance nn Power 85.560405 -0.362478 20.166413 -0.892696 85.560405 4.921290 30.771328 0.370321 2.380881